| SWE-Dev: Evaluating and Training Autonomous Feature-Driven Software Development | May 22, 2025 | Bug fixingChatbot | CodeCode Available | 2 | 5 |
| Building A Coding Assistant via the Retrieval-Augmented Language Model | Oct 21, 2024 | Code CompletionCode Generation | CodeCode Available | 1 | 5 |
| A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Source Code | Oct 23, 2020 | Bug fixingCode Completion | CodeCode Available | 1 | 5 |
| How Effective Are Neural Networks for Fixing Security Vulnerabilities | May 29, 2023 | Code CompletionProgram Repair | CodeCode Available | 1 | 5 |
| Can Language Models Replace Programmers for Coding? REPOCOD Says 'Not Yet' | Oct 29, 2024 | Code CompletionCode Generation | CodeCode Available | 1 | 5 |
| How to Get Your LLM to Generate Challenging Problems for Evaluation | Feb 20, 2025 | Code CompletionMath | CodeCode Available | 1 | 5 |
| GitChameleon: Unmasking the Version-Switching Capabilities of Code Generation Models | Nov 5, 2024 | Code CompletionCode Generation | CodeCode Available | 1 | 5 |
| BAMBOO: A Comprehensive Benchmark for Evaluating Long Text Modeling Capacities of Large Language Models | Sep 23, 2023 | Code CompletionHallucination | CodeCode Available | 1 | 5 |
| Hierarchical Context Pruning: Optimizing Real-World Code Completion with Repository-Level Pretrained Code LLMs | Jun 26, 2024 | Code Completion | CodeCode Available | 1 | 5 |
| Long Code Arena: a Set of Benchmarks for Long-Context Code Models | Jun 17, 2024 | Code CompletionCode Generation | CodeCode Available | 1 | 5 |
| MetaTPTrans: A Meta Learning Approach for Multilingual Code Representation Learning | Jun 13, 2022 | Code CompletionCode Summarization | CodeCode Available | 1 | 5 |
| MPI-rical: Data-Driven MPI Distributed Parallelism Assistance with Transformers | May 16, 2023 | Code CompletionCode Generation | CodeCode Available | 1 | 5 |
| Learning Deep Semantics for Test Completion | Feb 20, 2023 | Code CompletionCode Generation | CodeCode Available | 1 | 5 |
| CodeFill: Multi-token Code Completion by Jointly Learning from Structure and Naming Sequences | Feb 14, 2022 | Code CompletionLanguage Modelling | CodeCode Available | 1 | 5 |
| LLMSecEval: A Dataset of Natural Language Prompts for Security Evaluations | Mar 16, 2023 | Code CompletionCode Generation | CodeCode Available | 1 | 5 |
| Empirical Study of Transformers for Source Code | Oct 15, 2020 | Bug fixingCode Completion | CodeCode Available | 1 | 5 |
| Adversarial Robustness for Code | Feb 11, 2020 | Adversarial RobustnessBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| CodeChameleon: Personalized Encryption Framework for Jailbreaking Large Language Models | Feb 26, 2024 | Code CompletionResponse Generation | CodeCode Available | 1 | 5 |
| Energy-Based Models for Code Generation under Compilability Constraints | Jun 9, 2021 | Code CompletionCode Generation | CodeCode Available | 1 | 5 |
| Language Models for Code Completion: A Practical Evaluation | Feb 25, 2024 | Code Completionvalid | CodeCode Available | 1 | 5 |
| LayoutNUWA: Revealing the Hidden Layout Expertise of Large Language Models | Sep 18, 2023 | Code CompletionCode Generation | CodeCode Available | 1 | 5 |
| Evaluation of LLMs on Syntax-Aware Code Fill-in-the-Middle Tasks | Mar 7, 2024 | Code Completion | CodeCode Available | 1 | 5 |
| LogQuant: Log-Distributed 2-Bit Quantization of KV Cache with Superior Accuracy Preservation | Mar 25, 2025 | Code CompletionLanguage Modeling | CodeCode Available | 1 | 5 |
| CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion | Oct 17, 2023 | Code CompletionHumanEval | CodeCode Available | 1 | 5 |
| CoCoMIC: Code Completion By Jointly Modeling In-file and Cross-file Context | Dec 20, 2022 | Code Completion | CodeCode Available | 1 | 5 |
